Research Projects
My research interests lie at the intersection of distributed systems, software engineering, and artificial intelligence. Here are some of my key research projects and contributions:
Current Research
LLM Library Contracts
- Investigating contracts and best practices for LLM libraries
- Developing taxonomy for LLM-specific usage guidelines
- Studying impact on distributed systems and software engineering
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Healthcare Blockchain Systems
- Secure patient data management using blockchain
- HIPAA-compliant decentralized architecture
- Smart contract-based access control
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Past Research
TCP Vegas+ Protocol
- Enhanced fairness in wireless networks
- NS3-based simulation and analysis
- Performance optimization for MANETs
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Bangla Handwritten Digit Recognition
- Deep learning for South Asian scripts
- Custom CNN architecture
- 95.87% accuracy on NumtaDB dataset
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